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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

129 listings found

2011 Hyundai Elantra GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Hyundai Elantra GLS

Sierra Vista, AZ

UnscoredInsufficient · 0
$5,477163,710 mi

Sierra Vista, AZ

2011 Mercedes-Benz E-Class E350 Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Mercedes-Benz E-Class E350 Sport

Sierra Vista, AZ

UnscoredInsufficient · 0
$5,977159,385 mi

Sierra Vista, AZ

2010 Chevrolet Malibu 1LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Chevrolet Malibu 1LS

Sierra Vista, AZ

UnscoredInsufficient · 0
$5,988166,022 mi

Sierra Vista, AZ

2015 Nissan Sentra SR

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Nissan Sentra SR

Sierra Vista, AZ

UnscoredInsufficient · 0
$6,477153,360 mi

Sierra Vista, AZ

2016 Chevrolet Cruze LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Cruze LT

Sierra Vista, AZ

UnscoredInsufficient · 0
$7,477163,281 mi

Sierra Vista, AZ

2005 Cadillac STS Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Cadillac STS Base

Sierra Vista, AZ

UnscoredInsufficient · 0
$7,99974,736 mi

Sierra Vista, AZ

2013 Toyota Camry SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Toyota Camry SE

Sierra Vista, AZ

Unscored
$8,988188,505 mi

Comparison: 6 similar vehicles

Sierra Vista, AZ

2016 Hyundai Sonata SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Hyundai Sonata SE

Sierra Vista, AZ

Unscored
$8,995121,552 mi

Comparison: 20 similar vehicles

Sierra Vista, AZ

2011 Hyundai Elantra GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Hyundai Elantra GLS

Sierra Vista, AZ

UnscoredInsufficient · 0
$8,99557,250 mi

Sierra Vista, AZ

2009 Honda Civic LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Honda Civic LX

Sierra Vista, AZ

Unscored
$8,995138,725 mi

Comparison: 5 similar vehicles

Sierra Vista, AZ

2015 Chevrolet Malibu 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Malibu 1LT

Sierra Vista, AZ

Unscored
$9,477100,798 mi

Comparison: 5 similar vehicles

Sierra Vista, AZ

2019 Chevrolet Malibu 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Chevrolet Malibu 1LT

Sierra Vista, AZ

Unscored
$9,977137,106 mi

Comparison: 20 similar vehicles

Sierra Vista, AZ

2016 Ford Fusion S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Ford Fusion S

Sierra Vista, AZ

UnscoredInsufficient · 3
$9,988101,575 mi

Comparison: 3 similar vehicles

Sierra Vista, AZ

2018 Kia Optima LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Kia Optima LX

Sierra Vista, AZ

Unscored
$9,995131,901 mi

Comparison: 18 similar vehicles

Sierra Vista, AZ

2002 Cadillac DeVille DHS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Cadillac DeVille DHS

Sierra Vista, AZ

UnscoredInsufficient · 0
$9,99550,998 mi

Sierra Vista, AZ

2016 Ford Fusion SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Ford Fusion SE

Nogales, AZ

Fair PriceModerate · 37
$9,999112,354 mi

Market: $5,500 – $14,795

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Nogales, AZ

2017 Nissan Maxima S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Nissan Maxima S

Sierra Vista, AZ

UnscoredInsufficient · 0
$10,488123,731 mi

Sierra Vista, AZ

2013 Honda Civic EX-L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Honda Civic EX-L

Sierra Vista, AZ

UnscoredInsufficient · 0
$10,488128,032 mi

Sierra Vista, AZ

2016 Chrysler 200 Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chrysler 200 Limited

Sierra Vista, AZ

Fair PriceLimited · 10
$11,18468,309 mi

Market: $3,000 – $13,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Sierra Vista, AZ

2016 Subaru Impreza Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Subaru Impreza Premium

Sierra Vista, AZ

Unscored
$11,78971,643 mi

Comparison: 9 similar vehicles

Sierra Vista, AZ

2016 Scion iA Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Scion iA Base

Nogales, AZ

UnscoredInsufficient · 3
$11,854105,813 mi

Comparison: 3 similar vehicles

Nogales, AZ

2016 Kia Optima EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Kia Optima EX

Sierra Vista, AZ

Unscored
$11,97795,289 mi

Comparison: 9 similar vehicles

Sierra Vista, AZ

2019 Kia Optima LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Kia Optima LX

Sierra Vista, AZ

Fair PriceLimited · 19
$11,98196,022 mi

Market: $8,900 – $16,900

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Sierra Vista, AZ

2017 Chevrolet Malibu 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Malibu 1LT

Sierra Vista, AZ

Fair PriceModerate · 20
$11,99599,615 mi

Market: $6,975 – $17,499

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Sierra Vista, AZ

2017 Chrysler 300 C

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chrysler 300 C

Sierra Vista, AZ

Unscored
$12,995133,156 mi

Comparison: 7 similar vehicles

Sierra Vista, AZ

2018 Dodge Charger SXT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Dodge Charger SXT

Sierra Vista, AZ

Unscored
$14,388125,315 mi

Comparison: 18 similar vehicles

Sierra Vista, AZ

2016 Dodge Charger SXT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Dodge Charger SXT

Sierra Vista, AZ

Fair PriceLimited · 15
$14,40587,280 mi

Market: $9,500 – $15,998

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Sierra Vista, AZ

2021 Chevrolet Malibu 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Chevrolet Malibu 1LT

Sierra Vista, AZ

Fair PriceModerate · 35
$14,88882,069 mi

Market: $8,995 – $18,995

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Sierra Vista, AZ

2019 Honda Civic Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Honda Civic Sport

Sierra Vista, AZ

Unscored
$16,157124,978 mi

Comparison: 26 similar vehicles

Sierra Vista, AZ

2015 Toyota Corolla S Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Toyota Corolla S Plus

Sierra Vista, AZ

Unscored
$16,49565,280 mi

Comparison: 8 similar vehicles

Sierra Vista, AZ

2015 Honda Accord EX-L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Honda Accord EX-L

Nogales, AZ

UnscoredInsufficient · 0
$16,84194,091 mi

Nogales, AZ

2024 Nissan Sentra SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Nissan Sentra SV

Sierra Vista, AZ

Fair PriceRobust · 57
$16,98460,197 mi

Market: $14,990 – $21,097

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

Sierra Vista, AZ

2021 Hyundai Sonata SEL Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Hyundai Sonata SEL Plus

Sierra Vista, AZ

Fair PriceLimited · 13
$17,48090,910 mi

Market: $15,796 – $19,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Sierra Vista, AZ

2024 Nissan Altima SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Nissan Altima SV

Sierra Vista, AZ

Fair PriceModerate · 29
$17,68463,500 mi

Market: $15,998 – $20,260

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Sierra Vista, AZ

2023 Hyundai Elantra Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Hyundai Elantra Limited

Sierra Vista, AZ

Fair PriceLimited · 10
$17,99596,958 mi

Market: $16,474 – $21,090

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Sierra Vista, AZ

2024 Kia Forte LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Kia Forte LX

Sierra Vista, AZ

UnscoredInsufficient · 0
$18,47744,227 mi

Sierra Vista, AZ

2022 Nissan Sentra SR

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Nissan Sentra SR

Sierra Vista, AZ

UnscoredInsufficient · 0
$18,58038,141 mi

Sierra Vista, AZ

2021 Kia K5 LXS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Kia K5 LXS

Sierra Vista, AZ

UnscoredInsufficient · 0
$18,78444,166 mi

Sierra Vista, AZ

2023 Nissan Versa Sedan SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Nissan Versa Sedan SV

Nogales, AZ

UnscoredInsufficient · 0
$18,79558,415 mi

Nogales, AZ

2021 Honda Accord Sport SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Honda Accord Sport SE

Sierra Vista, AZ

Fair PriceLimited · 16
$18,888107,760 mi

Market: $15,995 – $24,700

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Sierra Vista, AZ

2024 Chevrolet Malibu 1FL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Chevrolet Malibu 1FL

Sierra Vista, AZ

Fair PriceLimited · 18
$18,97764,202 mi

Market: $12,491 – $20,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Sierra Vista, AZ

2025 Nissan Sentra S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Nissan Sentra S

Nogales, AZ

Fair PriceLimited · 11
$19,27838,574 mi

Market: $16,296 – $19,595

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Nogales, AZ

2025 Nissan Sentra SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Nissan Sentra SV

Sierra Vista, AZ

Fair PriceRobust · 78
$19,85730,909 mi

Market: $15,275 – $22,991

Comparison: 78 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Sierra Vista, AZ

2025 Nissan Altima SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Nissan Altima SV

Sierra Vista, AZ

Unscored
$19,97255,043 mi

Comparison: 8 similar vehicles

Sierra Vista, AZ

2015 Lexus GS 350

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Lexus GS 350

Sierra Vista, AZ

UnscoredInsufficient · 0
$19,977102,540 mi

Sierra Vista, AZ

2019 Honda Accord Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Honda Accord Sport

Sierra Vista, AZ

Fair PriceModerate · 41
$19,988110,102 mi

Market: $12,900 – $23,995

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 527 days listed (based on current market benchmarks)

Sierra Vista, AZ

2021 Kia K5 GT-Line

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Kia K5 GT-Line

Sierra Vista, AZ

UnscoredInsufficient · 0
$19,99550,245 mi

Sierra Vista, AZ

2025 Nissan Altima SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Nissan Altima SV

Sierra Vista, AZ

Unscored
$20,37654,359 mi

Comparison: 8 similar vehicles

Sierra Vista, AZ

2025 Nissan Altima SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Nissan Altima SV

Sierra Vista, AZ

Fair PriceRobust · 149
$20,38045,355 mi

Market: $16,789 – $23,792

Comparison: 149 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Sierra Vista, AZ

2023 Kia K5 LXS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Kia K5 LXS

Sierra Vista, AZ

Unscored
$20,78036,568 mi

Comparison: 5 similar vehicles

Sierra Vista, AZ

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical time on market, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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